Dataset Versions
v3
2023-08-03 1:07pm
Generated on Aug 3, 2023
5688 Total Images
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Dataset Split
Train Set 90%
5133Images
Valid Set 6%
361Images
Test Set 3%
194Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Blur: Up to 1.75px
Noise: Up to 2% of pixels